Predictive Maintenance AI
Machine-learning models on sensor and telemetry data that flag faults early, so maintenance is planned instead of forced.
40% less unplanned downtime across 200+ CNC machinesLearn more →
40%
Less unplanned downtime
CNC predictive maintenance
99.8%
Defect detection accuracy
PCB visual inspection
90%
Less manual review time
GenAI document intelligence
15%
Lower fuel costs
Vessel performance AI
See it in action
Pick a problem. See how the AI solves it.
Each example comes from work we have delivered. Choose one to see what goes in, what the AI does and what changes on the floor.
Catch machine faults before they stop the line
Models learn how each machine normally behaves and flag drift early, so maintenance is planned instead of forced.
InputVibration, temperature and other sensor readings from CNC machines and other assets.
AIAnomaly and failure-prediction models trained on each machine’s own history.
ActionMaintenance is scheduled before a breakdown, and teams see which machine needs attention first.
Results we have delivered
40%
less unplanned downtime
25%
lower maintenance costs
+18%
overall equipment effectiveness
From a CNC deployment across 200+ machines.
AI solutions
AI solutions, built around outcomes.
Seven solution areas for industrial and regulated teams – each backed by the OT, data and software engineering needed to make AI work on a real shop floor, vessel, fleet or compliance process.
AI Visual Inspection
Computer vision that inspects every part at line speed, replacing slow and inconsistent manual checks.
99.8% detection accuracy in PCB assemblyLearn more →
GenAI Document Intelligence
Language models that extract, analyze and summarize technical specifications and operational documents.
90% less manual review across 10,000+ documentsLearn more →
Featured
Regulatory Compliance AI
Packaging and product regulation turned into a managed data problem – so teams know which products are ready, which are not, and what is missing.
Dossier completeness scoringBulk SKU review & approvalDocument automationRegulatory intelligence
Delivered for a global consumer goods company under PPWR.See the solution →
AI Agents & Assistants
Agents that understand context, automate tasks and support your workforce and customers.
OpenAI, Gemini or Claude – the right model per use caseLearn more →
Fleet & Route Optimization AI
Telemetry and predictive models that cut fuel use, idle time and delays across vessels and heavy-equipment fleets.
15% lower fuel costs across 25 cargo vesselsLearn more →
Demand & Supply-Chain Forecasting
Predictive analytics on historical data to forecast demand, right-size inventory and reduce risk.
20% fewer stockouts and 15% lower carrying costsLearn more →
How we work
From use case to production.
01
Discover & Strategize
We pinpoint the most impactful AI opportunities and shape a tailored strategy and roadmap.
02
Build & Validate
We build and train custom models and test them against rigorous accuracy standards.
03
Deploy & Integrate
The solution slots into your existing systems and workflows with minimal disruption.
04
Optimize & Scale
We keep tuning performance, with ongoing support as your business grows.
How we are different
Innovation at core
We leverage the latest technologies to deliver cutting-edge solutions that drive progress.
Agile & quick
An agile approach for rapid development and deployment, delivering value faster.
Client-centric
Strong partnerships where our clients’ success is our top priority.
Expert team
Deep industry knowledge and technical excellence on every project.
Use cases
Proven in the field.
Manufacturing
Predictive Maintenance for CNC Machines
IoT sensors on 200+ CNC machines at a leading automotive parts manufacturer.
40%
less unplanned downtime
Manufacturing
AI-Powered Quality Control for Electronics Assembly
Computer vision for automated defect detection in PCB manufacturing.
99.8%
defect detection accuracy
Maritime
Vessel Performance Optimization System
IoT-based fuel monitoring and route optimization for a fleet of 25 cargo vessels.
15%
lower fuel costs
Industries we serve